Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions — mentioned by wizzerking

Fri, 17 Aug 2018 20:18:40 GMT

Here are some that I use Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions https://arxiv.org/abs/1808.05054 Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models https://arxiv.org/abs/1808.00196 Neither are for Deep Learnng or Neural Networks

Paper and discussion history. A mention is not an endorsement.

Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions · HackerPapers discussions

Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions — mentioned by wizzerking